Engr. Maham Ashraf earned her MS degree in Electrical Engineering from National University of Sciences and Technology (NUST), Islamabad, Pakistan in 2023. Before this, she completed her Bachelors in Electrical Engineering (Electronics) from Air University, Islamabad, Pakistan in 2015. Currently, she is serving as a lecturer in the Department of Electrical and Computer Engineering at Foundation University School of Science and Technology, Pakistan. Her research interests encompass Artificial Intelligence, Signals and Systems, Digital Signals, Computer Vision, Artificial Neural Networks, Deep learning, Deep Neural Networks, medical imaging, Digital Image Processing, Embedded systems, hardware software integration, efficient coding practices & optimization and Machine Learning areas.